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作者机构:Nanjing Univ Sci & Technol Sch Automat Nanjing 210094 Peoples R China Yeungnam Univ Dept Elect Engn Kyongsan 38541 South Korea Jiangsu Normal Univ Sch Elect Engn & Automat Xuzhou 221116 Peoples R China
出 版 物:《IEEE TRANSACTIONS ON FUZZY SYSTEMS》 (IEEE Trans Fuzzy Syst)
年 卷 期:2024年第32卷第10期
页 面:5750-5761页
核心收录:
学科分类:0808[工学-电气工程] 08[工学] 0812[工学-计算机科学与技术(可授工学、理学学位)]
基 金:National Natural Science Foundation of China [62221004, 62073166, 62173165] The 333 project National Research Foundation of Korea (NRF) grant by the Korea government (MSIT) [RS-2023-00208078]
主 题:Hidden semi-Markov process multichannel attacks nonlinear networked control systems observer-based control Takagi-Sugeno (T-S) fuzzy model Hidden semi-Markov process multichannel attacks nonlinear networked control systems observer-based control Takagi-Sugeno (T-S) fuzzy model
摘 要:This article develops a method to address the observer-based fuzzy control for a class of discrete-time nonlinear networked control systems under multichannel attacks, in which taking semi-Markov process to characterize the switching among various attack threats on multiple communication channels. The nonlinear networked control systems are modeled by a Takagi-Sugeno fuzzy model, where the membership function of the controller depends on the estimated state after observation. Moreover, for solving the problem of inaccessible actual attack modes, an observed-mode sequence driven by emission probabilities is adopted. In the framework of the hidden semi-Markov process with a double-layer stochastic structure, the analysis for epsilon-error mean square stability and conditions for observer/controller synthesis of the resultant system are obtained via a Lyapunov function relied on both real and estimated attack modes. Finally, a simulation of the nonlinear mass-spring-damper mechanical system is conducted, demonstrating the proposed method s feasibility.